High-level synthesis for medical image processing on Systems on Chip: A case study

Fraser D Robinson, Louise H Crockett, William H Nailon, Robert W Stewart

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Adaptive radiotherapy is a technique intended to increase the accuracy of radiotherapy. Currently, it is not clinically feasible due to the time required to process the images of patient anatomy. Hardware acceleration of image processing algorithms may allow them to be carried out in a clinically acceptable timeframe. This paper presents the experiences encountered using high-level synthesis tools to design an accelerated segmentation algorithm for computed tomography images targeted for implementation on a System on Chip. Hardware coprocessors and their interfaces for optimal threshold generation and 3D mean filter algorithms were synthesised from C++ functions. Hardware acceleration significantly outperformed the software only implementation. The high-level synthesis tools allowed the rapid exploration of different design options. However, hardware design knowledge was still necessary in order to interpret the results effectively.
Original languageUndefined/Unknown
Title of host publicationField Programmable Logic and Applications (FPL), 2016 26th International Conference on
Pages1-2
Number of pages2
ISBN (Electronic)978-2-8399-1844-2
DOIs
Publication statusPublished - 2016
Event2016 26th International Conference on Field Programmable Logic and Applications - Swiss Tech Convention Centre, Lausanne, Switzerland
Duration: 29 Aug 20162 Sep 2016
https://www.fpl2016.org/

Publication series

NameInternational Conference on Field Programmable Logic and Applications (FPL)
PublisherIEEE
ISSN (Electronic)1946-1488

Conference

Conference2016 26th International Conference on Field Programmable Logic and Applications
Abbreviated titleFPL 2016
CountrySwitzerland
CityLausanne
Period29/08/162/09/16
Internet address

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